Estimation of Probabilistic Minimum Inter-arrival Times Using Extreme Value Theory

Cristian Maxim (1) , Adriana Gogonel (1) , Dorin Maxim (1) , Liliana Cucu (1)

1 TRIO - Real time and interoperability

Verifying timing constraints is the main purpose of analyses for real-time systems. This verification can be done using probabilistic methods, which rely on statistical estimations of certain task parameters. In this paper, we address the problem of determining probability distributions for minimum inter-arrival times of tasks, using statistical methods applied on data obtained through measurements.

Domaines: Systèmes embarqués

Cristian Maxim, Adriana Gogonel, Dorin Maxim, Liliana Cucu. Estimation of Probabilistic Minimum Inter-arrival Times Using Extreme Value Theory. 2013. ⟨hal-00766063⟩